# Your page scores 67 out of 100 for sameness against the 2 competitors you named.

Most of what your page says, Reducto says too — the overlap is heaviest in the features you list.

- **Your page:** https://www.extend.ai/
- **Compared against:** Reducto (reducto.ai), LlamaIndex (LlamaParse) (llamaindex.ai)
- **Sameness Index:** 67 — Mostly the same
- **Ownable share:** 17% (of 37% distinctive)
- **Report:** https://grader.wynter.com/c/extend-ai-Zj3WLBI

**How you compare · vs 366 SaaS sites** — 11 points more same than the average SaaS site. The average SaaS site scores 56; you scored 67. You are less same than 59 of the 366 SaaS sites. The best-differentiated site in the set is at 6.
_A single check can move several points between runs; the benchmark averages up to eight sites per category._

> With 2 competitors, commonness can only take 3 distinct values. The figures are honest at that resolution and no finer.

## 1. Sameness Index

| Category | Weight | Score | What it means |
| --- | --- | --- | --- |
| Messaging | 30% | 69 | The most expensive kind of sameness. A buyer cannot tell what job you do that the others do not. |
| Claims | 30% | 81 | Every shared claim is a line already read on another tab. Cut the ones nobody owns and spend the space on something they cannot. |
| Features | 15% | 97 | Expected in a mature category, and the least alarming of the six. Feature parity is normal; leading with it is the mistake. |
| Proof | 10% | 55 | Same kinds of proof as everyone means the proof stops working as proof. It is scored on the kind of evidence, not on which customers are named. |
| Structure | 10% | 0 | The generic SaaS template — hero, logos, three-feature grid, testimonial, CTA. Familiar is not the same as memorable. |
| Visual | 5% | 39 | Weighted lowest on purpose: buyers rarely decide on this. Worth knowing, rarely worth fixing first. |

**Mostly the same** — Most of your claims are also theirs. Only the details differ.

## 2. Closest competitors

| Competitor | Same | Band |
| --- | --- | --- |
| Reducto | 91 | Interchangeable |
| LlamaIndex (LlamaParse) | 52 | Half shared |

_Measured from your side: how much of what YOU say each competitor also says, weighted by where you put it._

## 3. Ownable share

**The share of your own page's claim space that is yours to keep.** This is not the inverse of the Sameness Index — it is measured on your claims alone, so the two do not add up to 100 and are not meant to.

17% of your page is unique, relevant and defensible. That is real, and it is a minority of what you say.

- **Distinctive message share:** 37% — prominent space spent on claims no competitor makes.
- **Ownable share:** 17% — the part of that which is also relevant to how buyers choose and hard to copy.

## 4. Where you sound like everyone else

Most of your set makes each of these and you are spending prominent space on them, ranked by how much. **These are not necessarily lines to delete** — some of what a page has to say is unavoidably shared, and claims about what kind of product you are were left out of this list for exactly that reason. The question each one raises is whether it has earned its space.

- **highest accuracy on hard documents** (Hero, 100% of the set) — also on Reducto, LlamaIndex (LlamaParse)
  - _"Parse, extract, and split your hardest documents with unmatched accuracy"_
- **structured extraction from unstructured documents** (Section, 100% of the set) — also on Reducto, LlamaIndex (LlamaParse)
  - _"Convert unstructured documents into context for agents (parse)"_
- **document classification, splitting and form handling** (Section, 100% of the set) — also on Reducto, LlamaIndex (LlamaParse)
  - _"Advanced layout model detects tables, checkboxes, images, handwriting, and signatures on every page"_
- **structured extraction from unstructured documents** (Section, 100% of the set) — also on Reducto, LlamaIndex (LlamaParse)
  - _"Extract structured data from documents into any schema"_
- **document classification, splitting and form handling** (Section, 100% of the set) — also on Reducto, LlamaIndex (LlamaParse)
  - _"Segment multi-document files into individual subdocuments"_
- **benchmark scores as proof** (Section, 100% of the set) — also on Reducto, LlamaIndex (LlamaParse)
  - _"Extend outperformed every solution we tested—other vendors, open source, and even foundation models (Brex)"_
- **broad file type, language and format coverage** (Section, 100% of the set) — also on Reducto, LlamaIndex (LlamaParse)
  - _"25 file types, 100+ languages, and 4 chunking strategies — all through one API"_
- **document classification, splitting and form handling** (Section, 100% of the set) — also on Reducto, LlamaIndex (LlamaParse)
  - _"Classify documents into pre-defined categories"_

## 5. Buried gold

Unique, relevant, and sitting in body copy. The cheapest wins here — you already have the differentiation and the page hides it.

- **Agent auto-refines schemas from examples** (Body, 0% of the set)
  - _"Composer Agent uploads examples and automatically refines schemas to improve accuracy"_
- **Non-engineers can iterate and run evals** (Body, 0% of the set)
  - _"Studio & evals let domain experts iterate on schemas, run evals, and catch regressions from one interface"_
- **Confidence scoring flags uncertain outputs** (Body, 0% of the set)
  - _"Confidence scoring flags uncertainty before production via multi-pass review agent"_

## 6. Claim inventory

| Claim | Type | Placement | Common | Sayability | Relevant | Ownership |
| --- | --- | --- | --- | --- | --- | --- |
| Best-in-class accuracy on hardest documents | quality | Hero | 100% | anyone | yes | Commodity |
| Production-ready document processing platform | category | Hero | 50% | anyone | yes | Contested |
| Ship document AI in days not months | outcome | Hero | 0% | anyone | yes | Unique for now |
| Converts unstructured documents into LLM-ready context | capability | Section | 100% | anyone | yes | Commodity |
| Detects tables, checkboxes, handwriting, signatures | capability | Section | 100% | some | yes | Commodity |
| Schema-based structured data extraction | capability | Section | 100% | anyone | yes | Commodity |
| Splits multi-document files into subdocuments | capability | Section | 100% | some | yes | Commodity |
| Beat all alternatives in customer bake-offs | proof | Section | 50% | anyone | yes | Contested |
| Broad file type and language coverage in one API | capability | Section | 50% | some | yes | Contested |
| Classifies documents into categories | capability | Section | 50% | some | yes | Contested |
| Detects and programmatically fills form fields | capability | Section | 50% | some | yes | Contested |
| Large processing volume to date | proof | Section | 50% | some | no | Contested |
| Routes elements to purpose-built specialist models | capability | Section | 50% | some | yes | Contested |
| Self-hosted deployment in your own infrastructure | capability | Section | 50% | some | yes | Contested |
| Trusted by leading AI teams/enterprises | proof | Section | 50% | anyone | no | Contested |
| 99.2% per-document accuracy on long arrays | proof | Section | 0% | some | yes | Unique and owned |
| Largest F1 lift on splitting benchmark | proof | Section | 0% | some | yes | Unique and owned |
| Powers workflows for tens of thousands of end customers | proof | Section | 0% | some | no | Unique and owned |
| Selectable speed/cost/accuracy modes | capability | Section | 0% | some | yes | Unique and owned |
| Sets the standard other vendors should meet | proof | Section | 0% | anyone | no | Unique for now |
| Top benchmark score on document Q&A | proof | Section | 0% | some | yes | Unique and owned |
| Enterprise-grade security for sensitive data | quality | Section | 50% | anyone | yes | Contested |
| SOC 2 / HIPAA / GDPR compliance certifications | proof | Section | 50% | some | yes | Contested |
| Removes engineering burden of accuracy tuning and maintenance | outcome | Section | 0% | anyone | yes | Unique for now |
| Replicated months of work in weeks | proof | Section | 0% | anyone | yes | Unique for now |
| Low cost per page parsing option | capability | Body | 100% | some | yes | Commodity |
| Benchmark reflects real production document difficulty | proof | Body | 50% | some | no | Contested |
| End-to-end workflow orchestration with versioning | capability | Body | 50% | some | yes | Contested |
| Agent auto-refines schemas from examples | capability | Body | 0% | some | yes | Unique and owned |
| Non-engineers can iterate and run evals | capability | Body | 0% | some | yes | Unique and owned |
| Confidence scoring flags uncertain outputs | capability | Body | 0% | some | yes | Unique and owned |

## What we compared

- **Extend** (your page) — https://www.extend.ai/
- **Reducto** — https://reducto.ai/
- **LlamaIndex (LlamaParse)** — https://www.llamaindex.ai/

## What this does and does not tell you

An AI read each page and wrote down the claims it makes, then grouped the claims that say the same thing. **No score in this report was written by a model** — every number is computed from those groupings in our own code, with the weights shown above.

## The only way to know if it matters

This report can tell you where your messaging overlaps. It cannot tell you whether a buyer would care, or which of your reasons to buy actually land. Put the page in front of real B2B buyers in your target market and ask them.

[Test it with real buyers](https://wynter.com)